Robustness Analysis in Decision Aiding, Optimization, and Analytics

Business & Finance, Management & Leadership, Operations Research
Cover of the book Robustness Analysis in Decision Aiding, Optimization, and Analytics by , Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783319331218
Publisher: Springer International Publishing Publication: July 12, 2016
Imprint: Springer Language: English
Author:
ISBN: 9783319331218
Publisher: Springer International Publishing
Publication: July 12, 2016
Imprint: Springer
Language: English

This book provides a broad coverage of the recent advances in robustness analysis in decision aiding, optimization, and analytics. It offers a comprehensive illustration of the challenges that robustness raises in different operations research and management science (OR/MS) contexts and the methodologies proposed from multiple perspectives. Aside from covering recent methodological developments, this volume also features applications of robust techniques in engineering and management, thus illustrating the robustness issues raised in real-world problems and their resolution within advances in OR/MS methodologies.

Robustness analysis seeks to address issues by promoting solutions, which are acceptable under a wide set of hypotheses, assumptions and estimates. In OR/MS, robustness has been mostly viewed in the context of optimization under uncertainty. Several scholars, however, have emphasized the multiple facets of robustness analysis in a broader OR/MS perspective that goes beyond the traditional framework, seeking to cover the decision support nature of OR/MS methodologies as well. As new challenges emerge in a “big-data'” era, where the information volume, speed of flow, and complexity increase rapidly, and analytics play a fundamental role for strategic and operational decision-making at a global level, robustness issues such as the ones covered in this book become more relevant than ever for providing sound decision support through more powerful analytic tools.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book provides a broad coverage of the recent advances in robustness analysis in decision aiding, optimization, and analytics. It offers a comprehensive illustration of the challenges that robustness raises in different operations research and management science (OR/MS) contexts and the methodologies proposed from multiple perspectives. Aside from covering recent methodological developments, this volume also features applications of robust techniques in engineering and management, thus illustrating the robustness issues raised in real-world problems and their resolution within advances in OR/MS methodologies.

Robustness analysis seeks to address issues by promoting solutions, which are acceptable under a wide set of hypotheses, assumptions and estimates. In OR/MS, robustness has been mostly viewed in the context of optimization under uncertainty. Several scholars, however, have emphasized the multiple facets of robustness analysis in a broader OR/MS perspective that goes beyond the traditional framework, seeking to cover the decision support nature of OR/MS methodologies as well. As new challenges emerge in a “big-data'” era, where the information volume, speed of flow, and complexity increase rapidly, and analytics play a fundamental role for strategic and operational decision-making at a global level, robustness issues such as the ones covered in this book become more relevant than ever for providing sound decision support through more powerful analytic tools.

More books from Springer International Publishing

Cover of the book Investment Strategy in Heating and CHP by
Cover of the book Biological Measures of Human Experience across the Lifespan by
Cover of the book Victims of Crime by
Cover of the book Water Resources of Jordan by
Cover of the book Digital Image Processing: Practical Approach by
Cover of the book Electronic Governance and Open Society: Challenges in Eurasia by
Cover of the book Next Generation Sensors and Systems by
Cover of the book Smart Learning Objects for Smart Education in Computer Science by
Cover of the book The Role of Anesthesiology in Global Health by
Cover of the book Metal Response in Cupriavidus metallidurans by
Cover of the book Youth Studies in Transition: Culture, Generation and New Learning Processes by
Cover of the book Image Quality Assessment of Computer-generated Images by
Cover of the book Food Safety, Market Organization, Trade and Development by
Cover of the book Regulation of Commercial Space Transport by
Cover of the book Alice Munro by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy